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rtk

CLI proxy that cuts LLM token consumption 60-90% on common dev commands

rtk

About rtk

rtk is a CLI proxy that reduces LLM token consumption by 60–90% on common dev commands. It sits between your coding agent and the tools it runs, compressing noisy command output before it ever reaches the model — shipped as a single Rust binary with zero dependencies.

Why it matters

Agentic coding burns tokens fast, and a huge share of that is verbose tool output: build logs, test runs, file dumps. rtk trims that overhead so your agent spends its context window on signal, not noise — which means lower cost and longer, sharper sessions.

  • Single Rust binary, zero dependencies
  • 60–90% fewer tokens on common dev commands
  • Drop-in proxy for agentic coding workflows

Check it out on GitHub.

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